This story is one of 1,000 stories generated for the emotion pleased. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.
The mean activation across all 1,000 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.
de | 0.728 |
la | 0.496 |
happy | 0.462 |
🤩 | 0.433 |
🥳 | 0.430 |
S | -0.486 |
😞 | -0.481 |
ness | -0.454 |
😣 | -0.431 |
worse | -0.401 |